Design of an Adaptive Nonnegative Garrote Algorithm for Multi-Layer Perceptron Based Soft Sensor

IEEE Sensors Journal ◽

10.1109/jsen.2021.3102586 ◽

2021 ◽

pp. 1-1

Author(s):

Kai Sun ◽

Lin Sui ◽

Hongxun Wang ◽

Xiaodong Yu ◽

Shi-Shang Jang

Keyword(s):

Soft Sensor ◽

Multi Layer Perceptron ◽

Nonnegative Garrote

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Soft-sensor development with adaptive variable selection using nonnegative garrote

Control Engineering Practice ◽

10.1016/j.conengprac.2013.05.006 ◽

2013 ◽

Vol 21 (9) ◽

pp. 1157-1164 ◽

Cited By ~ 16

Author(s):

Jian-Guo Wang ◽

Shi-Shang Jang ◽

David Shan-Hill Wong ◽

Shyan-Shu Shieh ◽

Chan-Wei Wu

Keyword(s):

Variable Selection ◽

Soft Sensor ◽

Sensor Development ◽

Nonnegative Garrote

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A hybrid variable selection algorithm for multi-layer perceptron with nonnegative garrote and extremal optimization

2019 19th International Conference on Control, Automation and Systems (ICCAS) ◽

10.23919/iccas47443.2019.8971727 ◽

2019 ◽

Author(s):

Xiuliang Wu ◽

Yanqiang Li ◽

Hao Wu ◽

Fangfang Zhang ◽

Kai Sun

Keyword(s):

Variable Selection ◽

Multi Layer Perceptron ◽

Selection Algorithm ◽

Extremal Optimization ◽

Hybrid Variable ◽

Nonnegative Garrote

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Development of a variable selection method for soft sensor using artificial neural network and nonnegative garrote

Journal of Process Control ◽

10.1016/j.jprocont.2014.05.010 ◽

2014 ◽

Vol 24 (7) ◽

pp. 1068-1075 ◽

Cited By ~ 25

Author(s):

Kai Sun ◽

Jialin Liu ◽

Jia-Lin Kang ◽

Shi-Shang Jang ◽

David Shan-Hill Wong ◽

...

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Variable Selection ◽

Selection Method ◽

Soft Sensor ◽

Variable Selection Method ◽

Artificial Neural ◽

Nonnegative Garrote

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Development of a new multi-layer perceptron based soft sensor for SO2 emissions in power plant

Journal of Process Control ◽

10.1016/j.jprocont.2019.10.007 ◽

2019 ◽

Vol 84 ◽

pp. 182-191 ◽

Cited By ~ 2

Author(s):

Kai Sun ◽

Xiuliang Wu ◽

Jingyu Xue ◽

Fengying Ma

Keyword(s):

Power Plant ◽

Soft Sensor ◽

Multi Layer Perceptron ◽

So2 Emissions

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Hybrid mean impact value with nonnegative garrote for input variable selection of multi-layer perceptron

Proceedings of the 2020 4th International Conference on Electronic Information Technology and Computer Engineering ◽

10.1145/3443467.3443823 ◽

2020 ◽

Author(s):

Hongxun Wang ◽

Fengying Ma ◽

Kai Sun

Keyword(s):

Variable Selection ◽

Multi Layer Perceptron ◽

Nonnegative Garrote ◽

Selection Of

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Soft Sensor Development with Nonlinear Variable Selection Using Nonnegative Garrote and Artificial Neural Network

Computer Aided Chemical Engineering - 24th European Symposium on Computer Aided Process Engineering ◽

10.1016/b978-0-444-63456-6.50148-4 ◽

2014 ◽

pp. 883-888 ◽

Cited By ~ 1

Author(s):

Kai Sun ◽

JiaLin Liu ◽

Jia-Lin Kang ◽

Shi-Shang Jang ◽

David Shan-Hill Wong ◽

...

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Variable Selection ◽

Soft Sensor ◽

Sensor Development ◽

Artificial Neural ◽

Nonnegative Garrote

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Design of Soft Sensor with Elman Neural Network and Nonnegative Garrote for Time-Series Processes

International Journal of Simulation Systems Science & Technology ◽

10.5013/ijssst.a.17.04.04 ◽

2016 ◽

Author(s):

Special Issues Editor

Keyword(s):

Neural Network ◽

Time Series ◽

Soft Sensor ◽

Elman Neural Network ◽

Nonnegative Garrote

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Development of a Nonlinear Soft-Sensor Using a GMDH Network for a Refinery Crude Distillation Tower

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.132.919 ◽

2012 ◽

Vol 132 (6) ◽

pp. 919-925

Author(s):

Kenzo Fujii ◽

Toru Yamamoto

Keyword(s):

Soft Sensor ◽

Distillation Tower

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Modeling Environmental Effects on Electromagnetic Signal Propagation Using Multi-Layer Perceptron Artificial Neural Network

International Journal on Communications Antenna and Propagation (IRECAP) ◽

10.15866/irecap.v10i3.18135 ◽

2020 ◽

Vol 10 (3) ◽

pp. 175

Author(s):

Virginia C. Ebhota ◽

Viranjay M. Srivastava

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Environmental Effects ◽

Signal Propagation ◽

Electromagnetic Signal ◽

Multi Layer Perceptron ◽

Artificial Neural

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Design of a soft sensor system for Puerarin extraction based on SVM

JOURNAL OF ELECTRONIC MEASUREMENT AND INSTRUMENT ◽

10.3724/sp.j.1187.2012.00726 ◽

2013 ◽

Vol 26 (8) ◽

pp. 726-731

Author(s):

Yanlei Qi ◽

Juan Chen ◽

Qi Yang ◽

Xin Qi

Keyword(s):

Soft Sensor ◽

Sensor System

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